Beginning data science in R 4 :data analysis, visualization, and modelling for the data scientist /
Mailund, Thomas,
Beginning data science in R 4 :data analysis, visualization, and modelling for the data scientist / Thomas Mailund. - USA Apress 2022 - xxviiI, 511 pages : illustrations ; 26 cm
Includes index.
Introduction to R programming -- Reproducible analysis -- Data manipulation -- Visualizing data -- Working with large datasets -- Supervised learning -- Unsupervised learning -- More R programming -- Advanced R programming -- Object oriented programming -- Building an R package -- Testing and package checking -- Version control -- Profiling and optimizing.
Discover best practices for data analysis and software development in R and start on the path to becoming a fully-fledged data scientist. This book teaches you techniques for both data manipulation and visualization and shows you the best way for developing new software packages for R. -- Provided by publisher.
9781484281543 9781484226704 9781484226711 1484226712
2017934529
R (Computer program language)
Quantitative research.
Computer software--Development.
COMPUTERS / Databases.
COMPUTERS / Programming Languages.
Computer software--Development.
Quantitative research.
R (Computer program language)
QA276.45.R3M349 2022
001.42
Beginning data science in R 4 :data analysis, visualization, and modelling for the data scientist / Thomas Mailund. - USA Apress 2022 - xxviiI, 511 pages : illustrations ; 26 cm
Includes index.
Introduction to R programming -- Reproducible analysis -- Data manipulation -- Visualizing data -- Working with large datasets -- Supervised learning -- Unsupervised learning -- More R programming -- Advanced R programming -- Object oriented programming -- Building an R package -- Testing and package checking -- Version control -- Profiling and optimizing.
Discover best practices for data analysis and software development in R and start on the path to becoming a fully-fledged data scientist. This book teaches you techniques for both data manipulation and visualization and shows you the best way for developing new software packages for R. -- Provided by publisher.
9781484281543 9781484226704 9781484226711 1484226712
2017934529
R (Computer program language)
Quantitative research.
Computer software--Development.
COMPUTERS / Databases.
COMPUTERS / Programming Languages.
Computer software--Development.
Quantitative research.
R (Computer program language)
QA276.45.R3M349 2022
001.42